2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)最新文献

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Eliciting Smartphone App Requirements for Helping Senior People: A Questionnaire Approach 帮助老年人的智能手机应用需求:问卷调查方法
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00049
Julie R. Rauer, Kirthy Kolluri, L. Chung, Cong Liu, Tom Hill
{"title":"Eliciting Smartphone App Requirements for Helping Senior People: A Questionnaire Approach","authors":"Julie R. Rauer, Kirthy Kolluri, L. Chung, Cong Liu, Tom Hill","doi":"10.1109/REW53955.2021.00049","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00049","url":null,"abstract":"The world’s unprecedented growth of the senior demographic is bringing key age-related issues to the forefront. Issues such as memory loss, vision impairment, hearing loss, loss of mobility (or loss of dexterity in the hands), and speech loss prevent seniors from interacting with others. We believe that a lot can be done to improve seniors’ lives, but current smartphone apps are often not usable or adaptable enough to address these issues. Specifically, current app development practices do not seem to adequately consider seniors’ needs and possibly lack a process that includes asking appropriate questions, building relevant scenarios, or coming up with essential requirements. We observe that omitting questions and asking irrelevant or incorrect questions in the requirements elicitation phase needs to be avoided. We propose a Goals, Questions, Scenarios, Requirements (GQSR) Elicitation framework as well as an expanded questionnaire approach for requirements elicitation. We develop improved guidelines and rules for questions as part of the question/interview process. Through asking important questions and applying the GQSR framework, we developed the smartphone app, HOPE (Helping Our People Easily), with the intention of helping seniors in their daily lives and alleviating problems such as aphasia. The GQSR framework defines nonfunctional requirements (NFRs), FRs, questions, and scenarios producing questionnaires for the purposes of interviewing seniors. We achieve traceability between the GQSR Requirements Engineering framework and the HOPE smartphone app. HOPE, a real mobile app targeting seniors, is used to illustrate and evaluate our framework.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129027549","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards Trust in Complex Cloud-based ERP Systems by Informing Users about the System Status 通过告知用户系统状态来实现对基于云的复杂ERP系统的信任
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00059
Markus Nöbauer, N. Seyff
{"title":"Towards Trust in Complex Cloud-based ERP Systems by Informing Users about the System Status","authors":"Markus Nöbauer, N. Seyff","doi":"10.1109/REW53955.2021.00059","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00059","url":null,"abstract":"Modern cloud-based ERP systems are complex distributed software applications. These systems became more powerful over the last decades and provide more features to satisfy user needs than previous generations of ERP systems. Furthermore, they are integrated with other cloud-based systems. [Question/problem] The resulting increase in complexity leads to a higher probability of failures within this integrated system. This makes it difficult for users to fully understand these systems and even qualified key users don’t have an overview of possible system issues anymore. As a result, the number of support calls and diffuse support ticket requests have increased in the last years. Moreover, ERP partner organizations such as insideAx experience that users lose trust in their systems. [Principal idea/results] The goal of our work is to foster the trust of ERP users in cloud-based ERP systems and to reduce the number of unnecessary support requests, by enhancing existing user feedback and monitoring mechanisms and provide a visualization of system health indicators to users. Overall, these visualizations and explanations of the system health status need to be easy to understand by users. [Contribution] In this workshop paper, we provide insights from industry on how to foster user trust in complex software systems and depict a conceptual solution which makes use of system monitoring data to communicate the system status to users in a simple and understandable way. Our conceptual solution, for which we also provide a first implementation architecture proposal, foresees that simple modifications to the software and ambient light devices allow to build such visualizations. We consider this solution to be a novel extension to existing user feedback and monitoring approaches and therefore relevant for CrowdRE.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127305374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Generating Sequence Diagram from Natural Language Requirements 从自然语言需求生成序列图
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00012
Munima Jahan, Zahra Shakeri Hossein Abad, B. Far
{"title":"Generating Sequence Diagram from Natural Language Requirements","authors":"Munima Jahan, Zahra Shakeri Hossein Abad, B. Far","doi":"10.1109/REW53955.2021.00012","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00012","url":null,"abstract":"Model-driven requirements engineering is gaining enormous popularity in recent years. Unified Modeling Language (UML) is widely used in the software industry for specifying, visualizing, constructing, and documenting the software systems artifacts. UML models are helpful tools for portraying the structure and behavior of a software system. However, generating UML models like Sequence Diagrams from requirements documents often expressed in unstructured natural language, is time consuming and tedious. In this paper, we present an automated approach towards generating behavioral models as UML sequence diagrams from textual use cases written in natural language. The approach uses different Natural Language Processing (NLP) techniques combined with some rule based decision approaches to identify problem level objects and interactions. Additionally, different quality metrics are defined to assess the validity of generated sequence diagrams in terms of expected behaviour from a given use case. The criteria we established to assess the quality of analysis sequence diagrams can be applied to similar experiments. We evaluate our approach using different case studies concerning correctness and completeness of the generated sequence diagrams using those metrics. In most situations, we attained an average accuracy factor of over 85% and average completeness of over 90%, which is encouraging.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133354123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Machine Learning in Requirements Engineering: A Mapping Study 需求工程中的机器学习:映射研究
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00023
Kareshna Zamani, D. Zowghi, Chetan Arora
{"title":"Machine Learning in Requirements Engineering: A Mapping Study","authors":"Kareshna Zamani, D. Zowghi, Chetan Arora","doi":"10.1109/REW53955.2021.00023","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00023","url":null,"abstract":"Machine learning (ML) techniques are used to make the software development process more efficient and effective. Many ML approaches have also been proposed to automate Requirements Engineering (RE) activities such as ambiguity detection, traceability analysis and to address complex RE challenges. The overall goal of this research is to explore the state of the art of application of ML in RE and to determine the effectiveness of ML in improving the RE process and artefacts. Following the Evidence-Based Software Engineering approach, we performed a mapping study of the empirical studies on ML techniques and approaches used in RE published between 2010 and April 2020. Data were extracted from the selected papers about the ML techniques, problems, and challenges of using ML, identification of the used datasets, and the evaluation metrics employed to assess the ML techniques. We analyzed 65 relevant papers in this mapping study. Our analysis shows that ML is an effective tool for automating RE analysis tasks, overcoming complexity, and reducing cost and time. We also present the gaps in the ML for RE literature and suggest areas that need further research.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122954821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Provide Direction Despite Uncertainty: Workshops for Creating a Compelling Product Vision 在不确定的情况下提供方向:创造引人注目的产品愿景的研讨会
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00039
Stefan Trieflinger, Jürgen Münch, Bastian Roling, Yvonne Voigt, Dominic Lang
{"title":"Provide Direction Despite Uncertainty: Workshops for Creating a Compelling Product Vision","authors":"Stefan Trieflinger, Jürgen Münch, Bastian Roling, Yvonne Voigt, Dominic Lang","doi":"10.1109/REW53955.2021.00039","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00039","url":null,"abstract":"Context: The software-intensive business is characterized by increasing market dynamics, rapid technological changes, and fast-changing customer behaviors. Organizations face the challenge of moving away from traditional roadmap formats to an outcome-oriented approach that focuses on delivering value to the customer and the business. An important starting point and a prerequisite for creating such outcome-oriented roadmaps is the development of a product vision to which internal and external stakeholders can be aligned. However, the process of creating a product vision is little researched and understood. Objective: The goal of this paper is to identify lessons-learned from product vision workshops, which were conducted to develop outcome-oriented product roadmaps. Method: We conducted a multiple-case study consisting of two different product vision workshops in two different corporate contexts. Results: Our results show that conducting product vision workshops helps to create a common understanding among all stakeholders about the future direction of the products. In addition, we identified key organizational aspects that contribute to the success of product vision workshops, including the participation of employees from functionally different departments.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124501348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Eigth International Workshop on Artificial Intelligence and Requirements Engineering (AIRE’21) 第八届人工智能与需求工程国际研讨会(AIRE’21)
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00015
N. Bencomo, Rachel Harrison, Daniel Rodríguez
{"title":"Eigth International Workshop on Artificial Intelligence and Requirements Engineering (AIRE’21)","authors":"N. Bencomo, Rachel Harrison, Daniel Rodríguez","doi":"10.1109/REW53955.2021.00015","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00015","url":null,"abstract":"Welcome to the Eigth International Workshop on Artificial Intelligence and Requirements Engineering (AIRE’21). The purpose of this workshop is to explore synergies between Artificial Intelligence (AI) and Requirements Engineering (RE). AIRE aims to strengthen the links in the community, including those between industry and academia. As such, we welcome submissions in the intersection between RE and AI. An important goal is to inspire a new and broad community for interdisciplinary discussions concerning novel research directions for Requirements Engineering and Artificial Intelligence. The edition of the workshop in 2021 received 18 submissions, which were independently reviewed by at least three program committee members. In the end, 12 long papers were accepted. All the conflicts of interest were treated seriously and independently. The high quality of submissions are a sign of a healthy research community and the selected papers will lead to a stimulating program, which also includes technical presentations and the Panel. We hope that you enjoy the AIRE’21 workshop and its proceedings. We consider that in the days when AI is gaining prominence in our daily lives, the RE community cannot neglect the benefit that AI techniques can deliver to the practice of requirements engineering. We look forward to seeing you all at this workshop and the future editions. We are very grateful to the Program Committee members and authors of the submissions for their hard work and dedication in putting together this program. We would like to thank you all for your participation in AIRE’21. We hope that you find this workshop fruitful and inspiring!Nelly, Rachel, and Daniel","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124506055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prototyping Practices in Software Startups: Initial Case Study Results 软件创业中的原型实践:最初的案例研究结果
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00038
E. Bjarnason
{"title":"Prototyping Practices in Software Startups: Initial Case Study Results","authors":"E. Bjarnason","doi":"10.1109/REW53955.2021.00038","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00038","url":null,"abstract":"Software startups use prototyping to develop and test business ideas and to validate market viability. While prototyping is emphasized in agile methods, there is little research on how startups can best utilise scarce resources to effectively use prototypes in their dynamic business context. We performed a case study of four startups and investigated how startups currently use prototyping to elicit, validate and communicate requirements through semi-structured interviews. Our initial results indicate that prototyping is a commonly applied practice that is implicitly required to obtain funding for early stage startups, that software engineering competence is required to produce interactive and fully functioning prototypes, and that it is a challenge to balance prototype scope against expected gains.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113978669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Preface of the Workshop Organizers 研讨会组织者序言
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00036
Anh Nguyen-Duc, Varun Gupta, Chetan Arora, P. Abrahamsson, J. Bosch
{"title":"Preface of the Workshop Organizers","authors":"Anh Nguyen-Duc, Varun Gupta, Chetan Arora, P. Abrahamsson, J. Bosch","doi":"10.1109/REW53955.2021.00036","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00036","url":null,"abstract":"The First International Workshop on Requirement Engineering for Software startups and Emerging Technologies (RESET) is a part of IEEE International Requirements Engineering Conference 2021, held on 20th September, 2021. The workshop brought together requirements engineering researchers and practitioners to discuss the need for adapting conventional requirement engineering artifacts (i.e. requirement definition, metrics), processes and practices to software projects in startup context and/or dealing with emerging technologies like Artificial Intelligence (AI), Blockchain etc. Further, the workshop also presents research findings about designing AI powered software systems ethically. The workshop accepted eight high quality research articles from the United States of America (USA), Norway, Finland, Sweden, Germany and Vietnam. The workshop accepted articles describing original research (full length articles) and those describing novel ideas as well as initial research results (short length articles). The articles are accepted after two rounds of rigorous peer review based on originality, relevance, quality, and technical contribution.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"155 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130790737","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Governance of Ethical and Trustworthy Al Systems: Research Gaps in the ECCOLA Method 伦理和可信赖人工智能系统的治理:ECCOLA方法中的研究差距
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.00042
M. Agbese, Hanna-Kaisa Alanen, Jani Antikainen, Erika Halme, H. Isomäki, Marianna Jantunen, Kai-Kristian Kemell, Rebekah A. Rousi, Heidi Vainio-Pekka, Ville Vakkuri
{"title":"Governance of Ethical and Trustworthy Al Systems: Research Gaps in the ECCOLA Method","authors":"M. Agbese, Hanna-Kaisa Alanen, Jani Antikainen, Erika Halme, H. Isomäki, Marianna Jantunen, Kai-Kristian Kemell, Rebekah A. Rousi, Heidi Vainio-Pekka, Ville Vakkuri","doi":"10.1109/REW53955.2021.00042","DOIUrl":"https://doi.org/10.1109/REW53955.2021.00042","url":null,"abstract":"Advances in machine learning (ML) technologies have greatly improved Artificial Intelligence (Al) systems. As a result, Al systems have become ubiquitous, with their application prevalent in virtually all sectors. However, Al systems have prompted ethical concerns, especially as their usage crosses boundaries in sensitive areas such as healthcare, transportation, and security. As a result, users are calling for better Al governance practices in ethical Al systems. Therefore, Al development methods are encouraged to foster these practices. This research analyzes the ECCOLA method for developing ethical and trustworthy Al systems to determine if it enables Al governance in development processes through ethical practices. The results demonstrate that while ECCOLA fully facilitates Al governance in corporate governance practices in all its processes, some of its practices do not fully foster data governance and information governance practices. This indicates that the method can be further improved.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126457478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Security Requirements Classification into Groups Using NLP Transformers 使用NLP变压器对安全需求进行分组
2021 IEEE 29th International Requirements Engineering Conference Workshops (REW) Pub Date : 2021-09-01 DOI: 10.1109/REW53955.2021.9714713
V. Varenov, Aydar Gabdrahmanov
{"title":"Security Requirements Classification into Groups Using NLP Transformers","authors":"V. Varenov, Aydar Gabdrahmanov","doi":"10.1109/REW53955.2021.9714713","DOIUrl":"https://doi.org/10.1109/REW53955.2021.9714713","url":null,"abstract":"This study presents an implementation of sentencelevel classification of security requirements into predefined groups. The method of this paper suggests using three models: BERT, XLNET, and DistilBERT for classification task and figures out evaluation metrics such as precision, recall, and F1-score. We compiled a new dataset of 1086 security requirements of 7 classes collected from multiple existing datasets, such as PURE, SecReq and Riaz's dataset. The best-achieved result is DistilBERT’s 78% F1-score on the multiclass classification task. The main contribution of this study is the new multiclass dataset of security requirements and an example of how a deep transformer model can be used for requirements elicitation, which can be used as a basis for further improvement.","PeriodicalId":393646,"journal":{"name":"2021 IEEE 29th International Requirements Engineering Conference Workshops (REW)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133845304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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